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()%)#*+&#,#

Relationship between Auditor Reports and Earnings Quality of Companies Listed on The Stock Exchange of Thailand

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Jureerat Bottares* Erboon Ekasingh2and Naruanard Sarapaivanich$

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* Student, Master of Accountancy Program, Faculty of Business Administration, Chiang Mai University

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2 Lecturer, Department of Accounting, Faculty of Business Administration, Chiang Mai University

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3 Assistant Professor, Faculty of Business Administration, Chiang Mai University

(2)

Abstract

The objective of this paper was to study the relationship between earnings quality and auditor reports of companies listed on the stock exchange of Thailand. In this paper, earnings quality as assessed by accruals quality in accordance with Francis et al. model was determined as independent variable, while auditor reports were determined as dependent variable. The analysis was based on financial statements of 425 companies, from 2012-2016, which were listed on the stock exchange of Thailand in 2015. The results showed that the auditors are more likely to issue modified opinion when the companies have low earnings quality. In addition, the results showed that the auditors are more likely to issue modified opinion when the companies have been audited by large audit firms (Big4).

Keywords

: Earnings Quality, Auditor Reports, Companies Listed on the Stock Exchange of Thailand

1. #

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+0 ,134387+!4567#`Francis & Krishnan, 1999)

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(3)

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8 &' &3871&'+"((,. "/+0 ,13!4567#4' 8!98,! /)3!=8!"8+0 ,4!++787"!14Francis et al.

(2005) ,-975679#7(147(613-!3"793))! 9#79 89#'}387!/().5/3)

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`8,z4567!/(897<"/13 (+0 ,-8`0}# =(,~, , 2557)=8!7(

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(!++7-88,4†/!1-</(+0 ,!++76`"~

(, 2554) :&-/47(6&-:&-(+"(/#-(1(9#79"8)(+0 ,134387 +!4567#`Francis & Krishnan, 1999)

!4567# )<54 87!4567#-47)//(5679#7387/5677 56747 567/"!#++---!"47=8!+"(<4567#-!"+"(

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(5)

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!/3<(Franciset al>`2005z3871"."8+0 ,13+0 ,4!++7

`Accruals Qualityz:&-(7898)+3878/"# "8+0 ,13-‚

-9#798=8!1"8+0 ,4!++74Francis, et al `2005z387)(0!++7 4/'=8!+1&&!++7! !++7!!"!++781) ,"(4(8 !++74'/!++7-)(04& /"/

)<!++7-89#78,4†/!:&-/"/ 68&+0 ,13-1-"8 +0 ,4!++7(14Francis et al. `2005z&,0!++7-!9#78, 4†/!9"+ +0 ,4!++7

-Francis and Krishnan `1999), Marty et al>`2004z.86/,! #!`2548z,"/

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"/"8+0 ,13+0 ,4!++7(-+0 ,4131-567#/("=7(-8 +"(<-)-!)3)(-+0 ,4136567#/("=7(-8+"(<-3(/

)-!)3)&18((}8 (!4 ' ,5"

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3. ! %& ! !$

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(6)

/"("!`Liquidity Ratioz/"13/8 ! '/!84!.`Earnings before Interest and Tax Expense to Net Salesz4841#`Auditor Firm Size)

)# 3'' !$

)#9&'+ +'-8!98,! /)3!9),>>2558 (1"579'`8,! /)3!, 2559Š"<3: z 3(/"('8!98,!

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1"425 '=8!3871<""(47(6}47(6Bloomberg-87"!14Francis et al>

`2005z-9#79"+ +0 ,4!++787"!(8!#,79#747(6!7t 1 ),-+/

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*$)# 3'' !&)

9&'+"((,. "/+0 ,13!4567# &' 3879#71- ,~(&'4.86/,! #!`2548z-3871&'+"((,. "/!4567#

+0 ,134'8!98,! /)3!=8!9#7"."8+0 ,13-/3) 8

Auditor Reports ’ɲ01`EQj,tz”ɴ2`CACLj,tz”ɴ3`EBITSj,tz”ɴ4`Ausj,tvi,t

=8!

Auditor Reports = !4567#"8=8!9#7")/`Dummy Variablez8 0’!-3(/)-!)3)

1’!-)-!)3)

EQj,t = +0 ,134'j 9)-t "8=8!+0 ,4!+7

CACLj,t = /"("!`Liquidity Ratioz"8+/=8!

,! ("!`CAz– ("!`CLz4'j 9)-t EBITS

j,t = /"13/8 ! '/!84!.

"8=8!13/8 ! '–!84!. 4'j 9)-t

Ausj,t = 4841#4'j9)-t "8=8!9#7")/`Dummy Variablez8

Ž’567#-3(/9#/567#41489/`Non-Big 4z {’567#41489/`Big 4z

(7)

1-9#79"+ 47(6(1").!"."8+/4")/‚8 (*+(78Dependent Variable)

&'9+ 1897!4567#`Auditor Reportsz"8=8!9#7")/`Dummy Variablez 387/ 0 ’!-3(/)-!)3)+8+"(<3(/(-34`Unqualified Opinionz1 ’

!-)-!)3)+8+"(<(-34`Qualified Opinionz8+"(<"/

3(/67`Adverse Opinionz3(/8+"(<`Disclaimer of Opinionz8+"(<3(/(-34 -("+747(60 -!"81/-4

(*+!78Independent Variable)

&'+ "8+0 ,13+0 ,4!++7`Accrual Qualityz(1-9#79

&'4Francis et al>`2005z(4 8

1) 147(6!/)4/'+/(1"8+0 ,4

!++7,-+/().‡`ɲz411)2556-CCD(18/3)

୘େ୅ౠǡ౪

ౠǡ౪ ’Ƚ଴ǡ୨”Ƚଵǡ୨େ୊୓ౠǡ౪షభ

ౠǡ౪ଶǡ୨େ୊୓ ౠǡ౪

ౠǡ౪ ”Ƚଷǡ୨େ୊୓ౠǡ౪శభ

ౠǡ౪ ”Ƚସǡ୨οୖୣ୴ ౠǡ౪

ౠǡ౪ ”Ƚହǡ୨୔୔୉ ౠǡ౪

ౠǡ౪ ”ݒ୨ǡ୲

=8!

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Aj,t = ,! "(‹-!`Average Total Assetsz4'j 9)-t =8!‹-!"/)-t )-t-{

CFOj,t = 881`Cash Flow Operationz4'j 9)-t

οRevj,t = )-!)9!387`Revenuesz4'j 9)-t /"+5/"/

!3874'j 9)-t !387'j 9)-t-{

PPEj,t = +4-8+)0 /+/-(+(4'j9)-t 9+1"0TCAj,t1=8!

TCAj,t’ο—˜j,t-οCLj,t-ο—™š›j,t”οSTDEBTj,t

=8!

οCAj,t = )-!)9,! ("!4'j "/)-t-1 )-t οCLj,t = )-!)9 ("!4'j "/)-t-1 )-t οCashj,t = )-!)984'j "/)-t-1 )- t οSTDEBT

j,t = )-!)967("!`Debt in Current Liabilitiesz4'j

"/)-t-1 )-t 1+1"0CFOjǡt1387=8!

CFOj,t= NIATj,t–TAj,t

(8)

=8!

NIATj,t = 13. '387`Net Income after taxz4'j 9)-t TAj,t = !++7 (8`Total Accrualz4'j 9)-t

TCAj,t = οCA j,t - οCLj,t

-

οCash j,t+ οSTDEBTj,t DEPNj,t = +/-(++/81/!4'j 9)-t

2) (-387+/().‡ `ɲ) 4/'/)(1z7"97+1"0+/!("!++7

`TCAj,t) 4/'1)2556-2558

3) +1"0+/+"(58,8)(0!("!++7`v) 4/'1 )2556-2558 :&-197387+/+"(/"/)(0!("!++7+/

4) 1+/+"(58,8)(0!("!++74/'3)+/-!

(}ʍ൫vj,t ,-+0 ,4!++7+/ʍ൫vj,t 6(!&+0 ,131-, (+"(58,8 +8+-(+/ʍ൫vj,t1-(!&+0 ,136,(+"(58,8+8+-7! 8 ,-97/!/"+ )5+"((,. 4+0 ,13!4567#&' &1+/

+0 ,4!++7-387()+/87"!‡¼–—oª¥

(*+78Control Variable)

1>/"("!`Liquidity Ratioz&'4Mutchler `1985), Marty et al>`2004), .8 6/,! #!`2548<74<(7")(`2552z,"/!4567#(+"((,. /"

("!:&-/"("!4!6/986("=7(-567#8+"(<9

!4567#9-3(/)-!)3)9&'+ "8+/=8!

CACL = ,! ("!`CA) ("!`CL)

2>/"13/8 ! '/!84!.`Earnings before Interest and Tax Expense to Net Salesz&'4.86/,! #!`2548<7-,"/!4567#(+"((,. /"13 /8 ! '/!84!.:&-/"13/8 ! '/!84!.4986 ("=7(-567#8+"(<9!4567#9-3(/)-!)3)9&'+ "8+/=8!

EBIT = 13/8 ! '

!84!.

$> 4841#`Audit Firm Sizez&'4DeAngelo `1981), Marty et al.

`ŽŽGz .86/,! #!`2548z-,"/567#41#489/`Big 4z(=- 8+"(<9!4567#-)-!)3)("/567#-3(/9#/567#41 489/`Non-Big 4z8 567#41#489/&("=7(-!4758,89

(9)

-",6/.0#("/567#-3(/9#/567#41489/ 9&'+

"8=8!9#7")/`Dummy variablez8

Ž ’567#-3(/9#/567#41489/`Non-Big 4)

1 = 567#41489/`Big 4z:&-387/ '3,7:" œ +6) 18 '1"!18'8! 67#=.(3#!!#18' +,<( 6(3#!

#18

!&)

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!++7`Accrual Qualityz=8!+0 ,4!++7),>>2558 1"+ +/‹-!4/"

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8/"9#7"+ +"(8!= `Logistic Regression Analysisz,-&'+"((,. "/

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`Dummy variable) 0 ’!-3(/)-!)3)1 ’!-)-!)3)

4. )!$

"+ +0 ,4!++74'-8!98,! /)3!

1)2558 (1-4Francis et al>`2005z19738747(6+0 ,4!++78/"

)87"!+/1-8447(6`Minimumz+/68447(6`Maximumz+/‹-!447(6`Meanz+/-!

(}447(6`Standard Deviationz8-1

(# 371 +0 ,4!++74'-8!98,! /)3!9),>>2558

1"'`'z GC

1"47(6`47(6z

+/1-8`Minimum) -0>8835

+/68`Maximum) -0>0005

+/‹-!`Mean) -0>0665

+0 ,4!++7:

6`1"'–7!z {GG–$$>DD 1-`1"'–7!z D{–>{

"( GC –100.00

(10)

-1<387"/+0 ,13-"8+0 ,4!++74'8!98 ,! /)3!9)2558(+/1-8!6/--0.8835 +/68!6/--0.0005+/‹-!!6/--0.0665 (-1+0 ,4!++74/'()!!+/‹-! ,"/'/"9/(+0 ,131-"/

+/‹-!=8!1"'-(+/+0 ,131-"/+/‹-!(1"281'+8)<7!66.12('-(

+0 ,136"/+/‹-!(1"144'+8)<7!33.88

(-1+/+0 ,4!++7477+/473)91"+ +"(8!=

,-"+ +"((,. "/!4567#+013197387#,04")

")+"+(-)<")#)(0)87"!+/1-8447(6+/68447(6+/‹-!447(6 +/-!(}447(6z8-2

(# 3728#,04")#)(047(64'-8!98,! /)3!

),>> 2558

(*+&!+! >!(!&! (*+# 3&+? (*+&!+!

(3%

(Minimum)

% (Maximum)

&B) 3 (Mean)

& 3&

(4 (StdF7Deviation) EQj,t -0.8835 -0.0005 -0.0665 0.0747 CACLj,t 0.1015 208.2720 3.5994 11.7628 EBITSj,t -12.5963 6.8358 0.0246 0.7970 (!Š47(6425'

- 897<"/")387/+0 ,13`EQz(+/1-8!6/--0.8835 +/68!6/- -0.0005 +/‹-!!6/--0.0665+/-!(}!6/-0.0747(-,09/"4")+"+(

,"//"("!`CACLz(+/1-8!6/-0.1015(+/68!6/-208.2720(+/‹-!!6/-3.5994

+/-!(}!6/-11.7628/"13/8 ! '/!84!.`EBITz(+/1-8!6/- -12.5963(+/68!6/->D$CD(+/‹-!!6/-0.0246+/-!(}!6/-0.7970

/"5"+ #,04")(")+"+(:&-)<")/8-3

(11)

(# 37378#,04")/`Dummy Variable)

>!(!&! (*+# 3&+? (*+ 78Dummy Variable)

(*+ $ !"# )

!4567#

0’!-3(/)-!)3) 1’!-)-!)3)

362 63

85.18 14.82 4841#

0 ’3(/9#/489/`Non-Big 4) 1 ’489/`Big 4)

161 264

37.88 62.12 (!Š1"47(6425 '

-3897<"/'-8!98,! /)3!9)2558 /"9/387

!4567#`Auditor Reportsz-3(/)-!)3)1"362'+8)<7!85.18387

!4567#-)-!)3)1"63'+8)<7!14.82 !,"/'/"9/

387"567#41489/`Big 4z1"264'+8)<7!62.12 387"567#-3(/9#/41489/`Non-Big 4z1"161'+8)<7!37.88

5"+ +"(8!= 7,-+"((,. "/!4567#+0 ,13 4'-8!98,! /)3!9),>>2558)<8-4

(# 37458(8!#= 41,-+"((,. "/!4567#

+0 ,134'-8!98,! /)3!9)2558

B S.E ݌-value Exp 8B)

(4 -5.044 1.634 0.002* 155.026

CACL -0.031 0.028 0.267 0.970

EBIT -0.146 0.137 0.287 0.865

%,* 0.948 0.282 0.001* 2.581

Constant -2.457 0.245 0.000* 0.086

(!1+080.05 (݌-value

-G,"/+0 ,13(EQ) :&-)<")4841#(BIG4)

:&-)<")+"+((5/!4567#=8!,"/+0 ,13`EQz(+"((,. #!4 567#!/(!1+-80.05`p ’0.002z:&-897<"/(+0 ,131-(

"=7(+/476-387!567#-)-!)3)5&'!,"/4841

#(+"((,. #"!4567#!/(!1+-80.05`p ’0.001):&-897

(12)

<"/567#41#489/("=7(+/476-8+"(<-)-!)3)9

!567#

5&'8/"(4!(,-,!0 +"((,. "/+0 ,13!4 567#3878

෡’-2.457-5.044(EQz–Ž>Ž${`CACLz–0.146(EBITz”0.948(BIG4)

+/().‡-387(1(4!(8!= ,-1!=4+"((,.

"/!4567#+0 ,133878

Prob `!4567#-)-!)3)z ’

൫Ǥଵା௘ିೊ෡

=8!

෡’-2.457-5.044(EQz–Ž>Ž${`CACLz–0.146(EBITz”0.948(BIG4)

+/ Exp(Bz4")EQ `")zBIG4 `")+"+(z(+/ 1 897<"/

(-+0 ,134841#(+/,-(4& =-387!4567#- )-!)3),-(4& (3)87"! 387(8+"(((+"(#-9,!0 4(

8!= 7","/(-74& (+/Nagelkerke R Square/0.085 (!+"("/( ( .!+"(5)4")(387,!7!8.50 / :&-# 97<"/+0 ,13484 1#7"+"((,. !4567#!4& ")-‚-3(/387/"&9&'+

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DeAngelo, L> E>(1981)>Auditor size and audit quality>Journal of Accounting and Economics, 3 `Decemberz, 183-199.

Francis, J>, & Krishnan, J>(1999)>Accounting accruals and auditor reporting conservatism>Contemporary Accounting Research, 16,135-165>

(15)

Francis, J., LaFond, R., Olsson, P., & Schipper, K. (ŽŽC). The market pricing of accruals quality. Journal of Accounting Economics, $Ÿ`Gz, ŸC-$£>

Marty, B., Leone, . J., & Michael, W. (2004). An empirical analysis of auditors reporting and its association with abnormal accruals. Journal of Accounting and Economics, 37, 139-165.

Mutchler. J. F. (1985). A multivariate analysis of the auditor’s going-concern opinion decision. Journal of Accounting Research, 23 `Autumnz, 668-682.

Richardson, S. (2003). Earning quality and short sellers. Journal of Accounting Harizons, 49-61.

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